Dataset statistics
| Number of variables | 35 |
|---|---|
| Number of observations | 1370 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.2 MiB |
| Average record size in memory | 882.4 B |
Variable types
| CAT | 17 |
|---|---|
| NUM | 16 |
| BOOL | 2 |
Reproduction
| Analysis started | 2020-08-25 05:15:05.730181 |
|---|---|
| Analysis finished | 2020-08-25 05:15:55.476424 |
| Duration | 49.75 seconds |
| Version | pandas-profiling v2.7.1 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
Possui carro has constant value "1" | Constant |
Maior de idade has constant value "1" | Constant |
Horas de trabalho padrão has constant value "80" | Constant |
Renda is highly correlated with Posicao | High correlation |
Posicao is highly correlated with Renda | High correlation |
Cargo is highly correlated with Departmento | High correlation |
Departmento is highly correlated with Cargo | High correlation |
Subordinado has unique values | Unique |
Quantidade de empresas que trabalho has 180 (13.1%) zeros | Zeros |
Horas de treinamento ultimo ano has 49 (3.6%) zeros | Zeros |
Anos na última empresa has 40 (2.9%) zeros | Zeros |
Anos na posição atual has 225 (16.4%) zeros | Zeros |
Anos desde última promoção has 536 (39.1%) zeros | Zeros |
Anos com a mesma gerência has 244 (17.8%) zeros | Zeros |
Idade
Real number (ℝ≥0)
| Distinct count | 43 |
|---|---|
| Unique (%) | 3.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.03065693430657 |
|---|---|
| Minimum | 18 |
| Maximum | 60 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.8 KiB |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 24 |
| Q1 | 30 |
| median | 36 |
| Q3 | 43 |
| 95-th percentile | 54 |
| Maximum | 60 |
| Range | 42 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 9.19652777 |
|---|---|
| Coefficient of variation (CV) | 0.2483490311 |
| Kurtosis | -0.4485800429 |
| Mean | 37.03065693 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.408571737 |
| Sum | 50732 |
| Variance | 84.57612302 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 34 | 73 | 5.3% | |
| 35 | 72 | 5.3% | |
| 31 | 64 | 4.7% | |
| 29 | 63 | 4.6% | |
| 36 | 62 | 4.5% | |
| 30 | 57 | 4.2% | |
| 33 | 54 | 3.9% | |
| 32 | 53 | 3.9% | |
| 38 | 53 | 3.9% | |
| 40 | 53 | 3.9% | |
| Other values (33) | 766 | 55.9% |
| Value | Count | Frequency (%) | |
| 18 | 8 | 0.6% | |
| 19 | 6 | 0.4% | |
| 20 | 10 | 0.7% | |
| 21 | 12 | 0.9% | |
| 22 | 15 | 1.1% |
| Value | Count | Frequency (%) | |
| 60 | 5 | 0.4% | |
| 59 | 10 | 0.7% | |
| 58 | 13 | 0.9% | |
| 57 | 4 | 0.3% | |
| 56 | 12 | 0.9% |
Local de trabalho
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.8 KiB |
| Misto | |
|---|---|
| Cliente | |
| Escritório | 142 |
| Value | Count | Frequency (%) | |
| Misto | 965 | 70.4% | |
| Cliente | 263 | 19.2% | |
| Escritório | 142 | 10.4% |
Length
| Max length | 10 |
|---|---|
| Mean length | 5.902189781 |
| Min length | 5 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 10 | 76.9% | |
| Uppercase_Letter | 3 | 23.1% |
| Value | Count | Frequency (%) | |
| Latin | 13 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 12 | 100.0% |
Pontuação teste
Real number (ℝ≥0)
| Distinct count | 853 |
|---|---|
| Unique (%) | 62.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 807.2496350364963 |
|---|---|
| Minimum | 102 |
| Maximum | 1499 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.8 KiB |
Quantile statistics
| Minimum | 102 |
|---|---|
| 5-th percentile | 167.45 |
| Q1 | 465.25 |
| median | 806 |
| Q3 | 1168.75 |
| 95-th percentile | 1428.1 |
| Maximum | 1499 |
| Range | 1397 |
| Interquartile range (IQR) | 703.5 |
Descriptive statistics
| Standard deviation | 404.4006618 |
|---|---|
| Coefficient of variation (CV) | 0.5009610959 |
| Kurtosis | -1.20670036 |
| Mean | 807.249635 |
| Median Absolute Deviation (MAD) | 347.5 |
| Skewness | -0.01879791784 |
| Sum | 1105932 |
| Variance | 163539.8953 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 691 | 6 | 0.4% | |
| 530 | 5 | 0.4% | |
| 1329 | 5 | 0.4% | |
| 1082 | 5 | 0.4% | |
| 329 | 5 | 0.4% | |
| 408 | 5 | 0.4% | |
| 829 | 4 | 0.3% | |
| 950 | 4 | 0.3% | |
| 921 | 4 | 0.3% | |
| 350 | 4 | 0.3% | |
| Other values (843) | 1323 | 96.6% |
| Value | Count | Frequency (%) | |
| 102 | 1 | 0.1% | |
| 104 | 1 | 0.1% | |
| 106 | 1 | 0.1% | |
| 107 | 1 | 0.1% | |
| 109 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 1499 | 1 | 0.1% | |
| 1498 | 1 | 0.1% | |
| 1496 | 2 | 0.1% | |
| 1495 | 3 | 0.2% | |
| 1492 | 1 | 0.1% |
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.8 KiB |
| Engenharia | |
|---|---|
| Vendas | |
| RH | 60 |
| Value | Count | Frequency (%) | |
| Engenharia | 896 | 65.4% | |
| Vendas | 414 | 30.2% | |
| RH | 60 | 4.4% |
Length
| Max length | 10 |
|---|---|
| Mean length | 8.440875912 |
| Min length | 2 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 9 | 69.2% | |
| Uppercase_Letter | 4 | 30.8% |
| Value | Count | Frequency (%) | |
| Latin | 13 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 13 | 100.0% |
Distancia casa-trabalho
Real number (ℝ≥0)
| Distinct count | 29 |
|---|---|
| Unique (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.105109489051095 |
|---|---|
| Minimum | 1 |
| Maximum | 29 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 7 |
| Q3 | 14 |
| 95-th percentile | 26 |
| Maximum | 29 |
| Range | 28 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 7.992457375 |
|---|---|
| Coefficient of variation (CV) | 0.8777991506 |
| Kurtosis | -0.1732500948 |
| Mean | 9.105109489 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.9698216527 |
| Sum | 12474 |
| Variance | 63.8793749 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 2 | 198 | 14.5% | |
| 1 | 190 | 13.9% | |
| 7 | 83 | 6.1% | |
| 10 | 82 | 6.0% | |
| 3 | 80 | 5.8% | |
| 9 | 79 | 5.8% | |
| 8 | 77 | 5.6% | |
| 4 | 61 | 4.5% | |
| 5 | 59 | 4.3% | |
| 6 | 53 | 3.9% | |
| Other values (19) | 408 | 29.8% |
| Value | Count | Frequency (%) | |
| 1 | 190 | 13.9% | |
| 2 | 198 | 14.5% | |
| 3 | 80 | 5.8% | |
| 4 | 61 | 4.5% | |
| 5 | 59 | 4.3% |
| Value | Count | Frequency (%) | |
| 29 | 22 | 1.6% | |
| 28 | 20 | 1.5% | |
| 27 | 11 | 0.8% | |
| 26 | 23 | 1.7% | |
| 25 | 23 | 1.7% |
Educacao
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.8 KiB |
| Superior completo | |
|---|---|
| Superior incompleto - cursando | |
| Superior incompleto | |
| Médio completo | |
| Pós-gradução | 48 |
| Value | Count | Frequency (%) | |
| Superior completo | 535 | 39.1% | |
| Superior incompleto - cursando | 367 | 26.8% | |
| Superior incompleto | 262 | 19.1% | |
| Médio completo | 158 | 11.5% | |
| Pós-gradução | 48 | 3.5% |
Length
| Max length | 30 |
|---|---|
| Mean length | 20.34379562 |
| Min length | 12 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 19 | 79.2% | |
| Uppercase_Letter | 3 | 12.5% | |
| Space_Separator | 1 | 4.2% | |
| Dash_Punctuation | 1 | 4.2% |
| Value | Count | Frequency (%) | |
| Latin | 22 | 91.7% | |
| Common | 2 | 8.3% |
| Value | Count | Frequency (%) | |
| ASCII | 20 | 100.0% |
Area
Categorical
| Distinct count | 6 |
|---|---|
| Unique (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.8 KiB |
| Ciências das natureza | |
|---|---|
| Medicina | |
| Marketing | |
| Faculdade Técnica | |
| Outros | 77 |
| Value | Count | Frequency (%) | |
| Ciências das natureza | 563 | 41.1% | |
| Medicina | 433 | 31.6% | |
| Marketing | 147 | 10.7% | |
| Faculdade Técnica | 125 | 9.1% | |
| Outros | 77 | 5.6% | |
| Ciências humanas | 25 | 1.8% |
Length
| Max length | 21 |
|---|---|
| Mean length | 14.30437956 |
| Min length | 6 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 19 | 76.0% | |
| Uppercase_Letter | 5 | 20.0% | |
| Space_Separator | 1 | 4.0% |
| Value | Count | Frequency (%) | |
| Latin | 24 | 96.0% | |
| Common | 1 | 4.0% |
| Value | Count | Frequency (%) | |
| ASCII | 23 | 100.0% |
| Distinct count | 1 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.8 KiB |
| 1 |
|---|
| Value | Count | Frequency (%) | |
| 1 | 1370 | 100.0% |
| Distinct count | 1370 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1012.2766423357664 |
|---|---|
| Minimum | 2 |
| Maximum | 2055 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.8 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 106.45 |
| Q1 | 516.25 |
| median | 1014.5 |
| Q3 | 1512 |
| 95-th percentile | 1887.1 |
| Maximum | 2055 |
| Range | 2053 |
| Interquartile range (IQR) | 995.75 |
Descriptive statistics
| Standard deviation | 569.9466471 |
|---|---|
| Coefficient of variation (CV) | 0.5630344742 |
| Kurtosis | -1.188167388 |
| Mean | 1012.276642 |
| Median Absolute Deviation (MAD) | 498.5 |
| Skewness | -0.01915818175 |
| Sum | 1386819 |
| Variance | 324839.1805 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 2044 | 1 | 0.1% | |
| 684 | 1 | 0.1% | |
| 669 | 1 | 0.1% | |
| 671 | 1 | 0.1% | |
| 675 | 1 | 0.1% | |
| 677 | 1 | 0.1% | |
| 679 | 1 | 0.1% | |
| 680 | 1 | 0.1% | |
| 682 | 1 | 0.1% | |
| 683 | 1 | 0.1% | |
| Other values (1360) | 1360 | 99.3% |
| Value | Count | Frequency (%) | |
| 2 | 1 | 0.1% | |
| 5 | 1 | 0.1% | |
| 7 | 1 | 0.1% | |
| 8 | 1 | 0.1% | |
| 10 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 2055 | 1 | 0.1% | |
| 2044 | 1 | 0.1% | |
| 2032 | 1 | 0.1% | |
| 2027 | 1 | 0.1% | |
| 2023 | 1 | 0.1% |
Satisfação com o ambiente no emprego atual
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.8 KiB |
| 3 | |
|---|---|
| 4 | |
| 1 | |
| 2 |
| Value | Count | Frequency (%) | |
| 3 | 427 | 31.2% | |
| 4 | 418 | 30.5% | |
| 1 | 263 | 19.2% | |
| 2 | 262 | 19.1% |
Length
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 4 | 100.0% |
| Value | Count | Frequency (%) | |
| Common | 4 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 4 | 100.0% |
Genero
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.8 KiB |
| M | |
|---|---|
| F |
| Value | Count | Frequency (%) | |
| M | 818 | 59.7% | |
| F | 552 | 40.3% |
Length
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Uppercase_Letter | 2 | 100.0% |
| Value | Count | Frequency (%) | |
| Latin | 2 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 2 | 100.0% |
Horas voluntariado
Real number (ℝ≥0)
| Distinct count | 71 |
|---|---|
| Unique (%) | 5.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 65.80729927007299 |
|---|---|
| Minimum | 30 |
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.8 KiB |
Quantile statistics
| Minimum | 30 |
|---|---|
| 5-th percentile | 33 |
| Q1 | 48 |
| median | 66 |
| Q3 | 83 |
| 95-th percentile | 97 |
| Maximum | 100 |
| Range | 70 |
| Interquartile range (IQR) | 35 |
Descriptive statistics
| Standard deviation | 20.38990152 |
|---|---|
| Coefficient of variation (CV) | 0.3098425516 |
| Kurtosis | -1.20287588 |
| Mean | 65.80729927 |
| Median Absolute Deviation (MAD) | 18 |
| Skewness | -0.0359905433 |
| Sum | 90156 |
| Variance | 415.748084 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 66 | 27 | 2.0% | |
| 96 | 27 | 2.0% | |
| 84 | 27 | 2.0% | |
| 79 | 25 | 1.8% | |
| 98 | 25 | 1.8% | |
| 54 | 25 | 1.8% | |
| 42 | 25 | 1.8% | |
| 48 | 25 | 1.8% | |
| 87 | 24 | 1.8% | |
| 45 | 24 | 1.8% | |
| Other values (61) | 1116 | 81.5% |
| Value | Count | Frequency (%) | |
| 30 | 18 | 1.3% | |
| 31 | 14 | 1.0% | |
| 32 | 23 | 1.7% | |
| 33 | 19 | 1.4% | |
| 34 | 12 | 0.9% |
| Value | Count | Frequency (%) | |
| 100 | 16 | 1.2% | |
| 99 | 19 | 1.4% | |
| 98 | 25 | 1.8% | |
| 97 | 20 | 1.5% | |
| 96 | 27 | 2.0% |
Envolvimento com trabalho
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.8 KiB |
| 3 | |
|---|---|
| 2 | |
| 4 | 140 |
| 1 | 72 |
| Value | Count | Frequency (%) | |
| 3 | 814 | 59.4% | |
| 2 | 344 | 25.1% | |
| 4 | 140 | 10.2% | |
| 1 | 72 | 5.3% |
Length
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 4 | 100.0% |
| Value | Count | Frequency (%) | |
| Common | 4 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 4 | 100.0% |
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.0817518248175184 |
|---|---|
| Minimum | 1 |
| Maximum | 5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 5 |
| Range | 4 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.11397386 |
|---|---|
| Coefficient of variation (CV) | 0.5351136707 |
| Kurtosis | 0.3368405214 |
| Mean | 2.081751825 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.006824276 |
| Sum | 2852 |
| Variance | 1.240937762 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 2 | 502 | 36.6% | |
| 1 | 496 | 36.2% | |
| 3 | 202 | 14.7% | |
| 4 | 104 | 7.6% | |
| 5 | 66 | 4.8% |
| Value | Count | Frequency (%) | |
| 1 | 496 | 36.2% | |
| 2 | 502 | 36.6% | |
| 3 | 202 | 14.7% | |
| 4 | 104 | 7.6% | |
| 5 | 66 | 4.8% |
| Value | Count | Frequency (%) | |
| 5 | 66 | 4.8% | |
| 4 | 104 | 7.6% | |
| 3 | 202 | 14.7% | |
| 2 | 502 | 36.6% | |
| 1 | 496 | 36.2% |
| Distinct count | 9 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.8 KiB |
| Vendedo senior | |
|---|---|
| Engenheiro | |
| Tecnico | |
| Supervisor | |
| Analista | |
| Other values (4) |
| Value | Count | Frequency (%) | |
| Vendedo senior | 305 | 22.3% | |
| Engenheiro | 273 | 19.9% | |
| Tecnico | 235 | 17.2% | |
| Supervisor | 137 | 10.0% | |
| Analista | 124 | 9.1% | |
| Gerente | 99 | 7.2% | |
| Diretor | 76 | 5.5% | |
| Vendedor junior | 72 | 5.3% | |
| Assistente | 49 | 3.6% |
Length
| Max length | 15 |
|---|---|
| Mean length | 10.07445255 |
| Min length | 7 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 17 | 68.0% | |
| Uppercase_Letter | 7 | 28.0% | |
| Space_Separator | 1 | 4.0% |
| Value | Count | Frequency (%) | |
| Latin | 24 | 96.0% | |
| Common | 1 | 4.0% |
| Value | Count | Frequency (%) | |
| ASCII | 25 | 100.0% |
Satisfação com emprego
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.8 KiB |
| 4 | |
|---|---|
| 3 | |
| 1 | |
| 2 |
| Value | Count | Frequency (%) | |
| 4 | 430 | 31.4% | |
| 3 | 404 | 29.5% | |
| 1 | 273 | 19.9% | |
| 2 | 263 | 19.2% |
Length
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 4 | 100.0% |
| Value | Count | Frequency (%) | |
| Common | 4 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 4 | 100.0% |
Estado civil
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.8 KiB |
| Casado | |
|---|---|
| Solteiro | |
| Divorciado |
| Value | Count | Frequency (%) | |
| Casado | 626 | 45.7% | |
| Solteiro | 429 | 31.3% | |
| Divorciado | 315 | 23.0% |
Length
| Max length | 10 |
|---|---|
| Mean length | 7.545985401 |
| Min length | 6 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 11 | 78.6% | |
| Uppercase_Letter | 3 | 21.4% |
| Value | Count | Frequency (%) | |
| Latin | 14 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 14 | 100.0% |
| Distinct count | 1269 |
|---|---|
| Unique (%) | 92.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6572.754744525548 |
|---|---|
| Minimum | 1009 |
| Maximum | 19999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.8 KiB |
Quantile statistics
| Minimum | 1009 |
|---|---|
| 5-th percentile | 2109 |
| Q1 | 2932.25 |
| median | 4955 |
| Q3 | 8437.5 |
| 95-th percentile | 17861 |
| Maximum | 19999 |
| Range | 18990 |
| Interquartile range (IQR) | 5505.25 |
Descriptive statistics
| Standard deviation | 4755.773452 |
|---|---|
| Coefficient of variation (CV) | 0.7235586351 |
| Kurtosis | 0.9002482306 |
| Mean | 6572.754745 |
| Median Absolute Deviation (MAD) | 2235 |
| Skewness | 1.34506851 |
| Sum | 9004674 |
| Variance | 22617381.12 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 2342 | 4 | 0.3% | |
| 5562 | 3 | 0.2% | |
| 6347 | 3 | 0.2% | |
| 2741 | 3 | 0.2% | |
| 2451 | 3 | 0.2% | |
| 2404 | 3 | 0.2% | |
| 2610 | 3 | 0.2% | |
| 3452 | 3 | 0.2% | |
| 2559 | 3 | 0.2% | |
| 6272 | 2 | 0.1% | |
| Other values (1259) | 1340 | 97.8% |
| Value | Count | Frequency (%) | |
| 1009 | 1 | 0.1% | |
| 1051 | 1 | 0.1% | |
| 1052 | 1 | 0.1% | |
| 1081 | 1 | 0.1% | |
| 1091 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 19999 | 1 | 0.1% | |
| 19973 | 1 | 0.1% | |
| 19943 | 1 | 0.1% | |
| 19926 | 1 | 0.1% | |
| 19859 | 1 | 0.1% |
Bonus de performance
Real number (ℝ≥0)
| Distinct count | 1329 |
|---|---|
| Unique (%) | 97.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14296.439416058394 |
|---|---|
| Minimum | 2094 |
| Maximum | 26999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.8 KiB |
Quantile statistics
| Minimum | 2094 |
|---|---|
| 5-th percentile | 3382.35 |
| Q1 | 8009.75 |
| median | 14225.5 |
| Q3 | 20456.25 |
| 95-th percentile | 25431.9 |
| Maximum | 26999 |
| Range | 24905 |
| Interquartile range (IQR) | 12446.5 |
Descriptive statistics
| Standard deviation | 7122.797449 |
|---|---|
| Coefficient of variation (CV) | 0.4982217769 |
| Kurtosis | -1.21721127 |
| Mean | 14296.43942 |
| Median Absolute Deviation (MAD) | 6223 |
| Skewness | 0.02307073826 |
| Sum | 19586122 |
| Variance | 50734243.49 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 4223 | 3 | 0.2% | |
| 9150 | 3 | 0.2% | |
| 21534 | 2 | 0.1% | |
| 10494 | 2 | 0.1% | |
| 15891 | 2 | 0.1% | |
| 13008 | 2 | 0.1% | |
| 16154 | 2 | 0.1% | |
| 6069 | 2 | 0.1% | |
| 19373 | 2 | 0.1% | |
| 2125 | 2 | 0.1% | |
| Other values (1319) | 1348 | 98.4% |
| Value | Count | Frequency (%) | |
| 2094 | 1 | 0.1% | |
| 2097 | 1 | 0.1% | |
| 2104 | 1 | 0.1% | |
| 2112 | 1 | 0.1% | |
| 2122 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 26999 | 1 | 0.1% | |
| 26997 | 1 | 0.1% | |
| 26968 | 1 | 0.1% | |
| 26956 | 1 | 0.1% | |
| 26933 | 1 | 0.1% |
| Distinct count | 10 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.7036496350364962 |
|---|---|
| Minimum | 0 |
| Maximum | 9 |
| Zeros | 180 |
| Zeros (%) | 13.1% |
| Memory size | 10.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 8 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.499332526 |
|---|---|
| Coefficient of variation (CV) | 0.9244291471 |
| Kurtosis | 0.02093301721 |
| Mean | 2.703649635 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.027937213 |
| Sum | 3704 |
| Variance | 6.246663077 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 1 | 487 | 35.5% | |
| 0 | 180 | 13.1% | |
| 3 | 152 | 11.1% | |
| 2 | 133 | 9.7% | |
| 4 | 132 | 9.6% | |
| 7 | 67 | 4.9% | |
| 6 | 65 | 4.7% | |
| 5 | 58 | 4.2% | |
| 9 | 50 | 3.6% | |
| 8 | 46 | 3.4% |
| Value | Count | Frequency (%) | |
| 0 | 180 | 13.1% | |
| 1 | 487 | 35.5% | |
| 2 | 133 | 9.7% | |
| 3 | 152 | 11.1% | |
| 4 | 132 | 9.6% |
| Value | Count | Frequency (%) | |
| 9 | 50 | 3.6% | |
| 8 | 46 | 3.4% | |
| 7 | 67 | 4.9% | |
| 6 | 65 | 4.7% | |
| 5 | 58 | 4.2% |
| Distinct count | 1 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.8 KiB |
| 1 |
|---|
| Value | Count | Frequency (%) | |
| 1 | 1370 | 100.0% |
Necessita de hora extra
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.8 KiB |
| Não | |
|---|---|
| Sim |
| Value | Count | Frequency (%) | |
| Não | 992 | 72.4% | |
| Sim | 378 | 27.6% |
Length
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 4 | 66.7% | |
| Uppercase_Letter | 2 | 33.3% |
| Value | Count | Frequency (%) | |
| Latin | 6 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 5 | 100.0% |
Aumento de salario%
Real number (ℝ≥0)
| Distinct count | 15 |
|---|---|
| Unique (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.174452554744526 |
|---|---|
| Minimum | 11 |
| Maximum | 25 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.8 KiB |
Quantile statistics
| Minimum | 11 |
|---|---|
| 5-th percentile | 11 |
| Q1 | 12 |
| median | 14 |
| Q3 | 18 |
| 95-th percentile | 22 |
| Maximum | 25 |
| Range | 14 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.629208052 |
|---|---|
| Coefficient of variation (CV) | 0.2391656661 |
| Kurtosis | -0.2432426366 |
| Mean | 15.17445255 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.8369406193 |
| Sum | 20789 |
| Variance | 13.17115109 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 13 | 196 | 14.3% | |
| 11 | 194 | 14.2% | |
| 12 | 188 | 13.7% | |
| 14 | 187 | 13.6% | |
| 15 | 94 | 6.9% | |
| 18 | 84 | 6.1% | |
| 17 | 79 | 5.8% | |
| 16 | 75 | 5.5% | |
| 19 | 67 | 4.9% | |
| 20 | 53 | 3.9% | |
| Other values (5) | 153 | 11.2% |
| Value | Count | Frequency (%) | |
| 11 | 194 | 14.2% | |
| 12 | 188 | 13.7% | |
| 13 | 196 | 14.3% | |
| 14 | 187 | 13.6% | |
| 15 | 94 | 6.9% |
| Value | Count | Frequency (%) | |
| 25 | 17 | 1.2% | |
| 24 | 19 | 1.4% | |
| 23 | 25 | 1.8% | |
| 22 | 47 | 3.4% | |
| 21 | 45 | 3.3% |
Performance na entrevista
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.8 KiB |
| 3 | |
|---|---|
| 4 | 206 |
| Value | Count | Frequency (%) | |
| 3 | 1164 | 85.0% | |
| 4 | 206 | 15.0% |
Length
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 2 | 100.0% |
| Value | Count | Frequency (%) | |
| Common | 2 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 2 | 100.0% |
Satisfação com a relação
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.8 KiB |
| 3 | |
|---|---|
| 4 | |
| 2 | |
| 1 |
| Value | Count | Frequency (%) | |
| 3 | 426 | 31.1% | |
| 4 | 407 | 29.7% | |
| 2 | 284 | 20.7% | |
| 1 | 253 | 18.5% |
Length
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 4 | 100.0% |
| Value | Count | Frequency (%) | |
| Common | 4 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 4 | 100.0% |
| Distinct count | 1 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.8 KiB |
| 80 |
|---|
| Value | Count | Frequency (%) | |
| 80 | 1370 | 100.0% |
Length
| Max length | 2 |
|---|---|
| Mean length | 2 |
| Min length | 2 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 2 | 100.0% |
| Value | Count | Frequency (%) | |
| Common | 2 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 2 | 100.0% |
Beneficios
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.8 KiB |
| 0 | |
|---|---|
| 1 | |
| 2 | |
| 3 | 80 |
| Value | Count | Frequency (%) | |
| 0 | 577 | 42.1% | |
| 1 | 564 | 41.2% | |
| 2 | 149 | 10.9% | |
| 3 | 80 | 5.8% |
Length
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 4 | 100.0% |
| Value | Count | Frequency (%) | |
| Common | 4 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 4 | 100.0% |
Anos de experiencia
Real number (ℝ≥0)
| Distinct count | 40 |
|---|---|
| Unique (%) | 2.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.357664233576642 |
|---|---|
| Minimum | 0 |
| Maximum | 40 |
| Zeros | 10 |
| Zeros (%) | 0.7% |
| Memory size | 10.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 6 |
| median | 10 |
| Q3 | 15 |
| 95-th percentile | 28 |
| Maximum | 40 |
| Range | 40 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 7.849234237 |
|---|---|
| Coefficient of variation (CV) | 0.6910958165 |
| Kurtosis | 0.8260698358 |
| Mean | 11.35766423 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 1.105015062 |
| Sum | 15560 |
| Variance | 61.6104781 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 10 | 189 | 13.8% | |
| 6 | 115 | 8.4% | |
| 8 | 93 | 6.8% | |
| 9 | 90 | 6.6% | |
| 5 | 84 | 6.1% | |
| 1 | 76 | 5.5% | |
| 7 | 76 | 5.5% | |
| 4 | 56 | 4.1% | |
| 12 | 45 | 3.3% | |
| 3 | 39 | 2.8% | |
| Other values (30) | 507 | 37.0% |
| Value | Count | Frequency (%) | |
| 0 | 10 | 0.7% | |
| 1 | 76 | 5.5% | |
| 2 | 28 | 2.0% | |
| 3 | 39 | 2.8% | |
| 4 | 56 | 4.1% |
| Value | Count | Frequency (%) | |
| 40 | 1 | 0.1% | |
| 38 | 1 | 0.1% | |
| 37 | 4 | 0.3% | |
| 36 | 6 | 0.4% | |
| 35 | 3 | 0.2% |
| Distinct count | 7 |
|---|---|
| Unique (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.8007299270072994 |
|---|---|
| Minimum | 0 |
| Maximum | 6 |
| Zeros | 49 |
| Zeros (%) | 3.6% |
| Memory size | 10.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 3 |
| 95-th percentile | 5 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.282744749 |
|---|---|
| Coefficient of variation (CV) | 0.4580037284 |
| Kurtosis | 0.5289010334 |
| Mean | 2.800729927 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.5630166766 |
| Sum | 3837 |
| Variance | 1.645434091 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 2 | 511 | 37.3% | |
| 3 | 459 | 33.5% | |
| 4 | 118 | 8.6% | |
| 5 | 107 | 7.8% | |
| 1 | 65 | 4.7% | |
| 6 | 61 | 4.5% | |
| 0 | 49 | 3.6% |
| Value | Count | Frequency (%) | |
| 0 | 49 | 3.6% | |
| 1 | 65 | 4.7% | |
| 2 | 511 | 37.3% | |
| 3 | 459 | 33.5% | |
| 4 | 118 | 8.6% |
| Value | Count | Frequency (%) | |
| 6 | 61 | 4.5% | |
| 5 | 107 | 7.8% | |
| 4 | 118 | 8.6% | |
| 3 | 459 | 33.5% | |
| 2 | 511 | 37.3% |
Estilo de vida
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.8 KiB |
| 3 | |
|---|---|
| 2 | |
| 4 | 145 |
| 1 | 73 |
| Value | Count | Frequency (%) | |
| 3 | 837 | 61.1% | |
| 2 | 315 | 23.0% | |
| 4 | 145 | 10.6% | |
| 1 | 73 | 5.3% |
Length
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 4 | 100.0% |
| Value | Count | Frequency (%) | |
| Common | 4 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 4 | 100.0% |
| Distinct count | 36 |
|---|---|
| Unique (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.031386861313869 |
|---|---|
| Minimum | 0 |
| Maximum | 37 |
| Zeros | 40 |
| Zeros (%) | 2.9% |
| Memory size | 10.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 5 |
| Q3 | 10 |
| 95-th percentile | 20 |
| Maximum | 37 |
| Range | 37 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 6.127906824 |
|---|---|
| Coefficient of variation (CV) | 0.8715075625 |
| Kurtosis | 3.669894901 |
| Mean | 7.031386861 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.732534164 |
| Sum | 9633 |
| Variance | 37.55124205 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 5 | 183 | 13.4% | |
| 1 | 159 | 11.6% | |
| 3 | 124 | 9.1% | |
| 2 | 117 | 8.5% | |
| 10 | 114 | 8.3% | |
| 4 | 97 | 7.1% | |
| 7 | 87 | 6.4% | |
| 8 | 78 | 5.7% | |
| 9 | 73 | 5.3% | |
| 6 | 68 | 5.0% | |
| Other values (26) | 270 | 19.7% |
| Value | Count | Frequency (%) | |
| 0 | 40 | 2.9% | |
| 1 | 159 | 11.6% | |
| 2 | 117 | 8.5% | |
| 3 | 124 | 9.1% | |
| 4 | 97 | 7.1% |
| Value | Count | Frequency (%) | |
| 37 | 1 | 0.1% | |
| 36 | 2 | 0.1% | |
| 34 | 1 | 0.1% | |
| 33 | 5 | 0.4% | |
| 32 | 3 | 0.2% |
| Distinct count | 19 |
|---|---|
| Unique (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.244525547445256 |
|---|---|
| Minimum | 0 |
| Maximum | 18 |
| Zeros | 225 |
| Zeros (%) | 16.4% |
| Memory size | 10.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 3 |
| Q3 | 7 |
| 95-th percentile | 11 |
| Maximum | 18 |
| Range | 18 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.617896828 |
|---|---|
| Coefficient of variation (CV) | 0.8523677824 |
| Kurtosis | 0.4451941523 |
| Mean | 4.244525547 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.8981874968 |
| Sum | 5815 |
| Variance | 13.08917746 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 2 | 347 | 25.3% | |
| 0 | 225 | 16.4% | |
| 7 | 210 | 15.3% | |
| 3 | 120 | 8.8% | |
| 4 | 94 | 6.9% | |
| 8 | 83 | 6.1% | |
| 9 | 66 | 4.8% | |
| 1 | 56 | 4.1% | |
| 5 | 36 | 2.6% | |
| 6 | 35 | 2.6% | |
| Other values (9) | 98 | 7.2% |
| Value | Count | Frequency (%) | |
| 0 | 225 | 16.4% | |
| 1 | 56 | 4.1% | |
| 2 | 347 | 25.3% | |
| 3 | 120 | 8.8% | |
| 4 | 94 | 6.9% |
| Value | Count | Frequency (%) | |
| 18 | 2 | 0.1% | |
| 17 | 4 | 0.3% | |
| 16 | 6 | 0.4% | |
| 15 | 7 | 0.5% | |
| 14 | 10 | 0.7% |
| Distinct count | 16 |
|---|---|
| Unique (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.2065693430656936 |
|---|---|
| Minimum | 0 |
| Maximum | 15 |
| Zeros | 536 |
| Zeros (%) | 39.1% |
| Memory size | 10.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 9 |
| Maximum | 15 |
| Range | 15 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 3.220930099 |
|---|---|
| Coefficient of variation (CV) | 1.459700376 |
| Kurtosis | 3.521756077 |
| Mean | 2.206569343 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.963621395 |
| Sum | 3023 |
| Variance | 10.37439071 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 536 | 39.1% | |
| 1 | 329 | 24.0% | |
| 2 | 153 | 11.2% | |
| 7 | 74 | 5.4% | |
| 4 | 57 | 4.2% | |
| 3 | 51 | 3.7% | |
| 5 | 41 | 3.0% | |
| 6 | 30 | 2.2% | |
| 11 | 23 | 1.7% | |
| 8 | 17 | 1.2% | |
| Other values (6) | 59 | 4.3% |
| Value | Count | Frequency (%) | |
| 0 | 536 | 39.1% | |
| 1 | 329 | 24.0% | |
| 2 | 153 | 11.2% | |
| 3 | 51 | 3.7% | |
| 4 | 57 | 4.2% |
| Value | Count | Frequency (%) | |
| 15 | 11 | 0.8% | |
| 14 | 9 | 0.7% | |
| 13 | 10 | 0.7% | |
| 12 | 9 | 0.7% | |
| 11 | 23 | 1.7% |
| Distinct count | 18 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.141605839416059 |
|---|---|
| Minimum | 0 |
| Maximum | 17 |
| Zeros | 244 |
| Zeros (%) | 17.8% |
| Memory size | 10.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 3 |
| Q3 | 7 |
| 95-th percentile | 10 |
| Maximum | 17 |
| Range | 17 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.578048534 |
|---|---|
| Coefficient of variation (CV) | 0.8639278272 |
| Kurtosis | 0.1980181544 |
| Mean | 4.141605839 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.8369400445 |
| Sum | 5674 |
| Variance | 12.80243131 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 2 | 323 | 23.6% | |
| 0 | 244 | 17.8% | |
| 7 | 204 | 14.9% | |
| 3 | 132 | 9.6% | |
| 8 | 101 | 7.4% | |
| 4 | 90 | 6.6% | |
| 1 | 68 | 5.0% | |
| 9 | 60 | 4.4% | |
| 5 | 29 | 2.1% | |
| 6 | 26 | 1.9% | |
| Other values (8) | 93 | 6.8% |
| Value | Count | Frequency (%) | |
| 0 | 244 | 17.8% | |
| 1 | 68 | 5.0% | |
| 2 | 323 | 23.6% | |
| 3 | 132 | 9.6% | |
| 4 | 90 | 6.6% |
| Value | Count | Frequency (%) | |
| 17 | 7 | 0.5% | |
| 16 | 2 | 0.1% | |
| 15 | 5 | 0.4% | |
| 14 | 4 | 0.3% | |
| 13 | 14 | 1.0% |
Contratar
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.8 KiB |
| Não | |
|---|---|
| Sim | 192 |
| Value | Count | Frequency (%) | |
| Não | 1178 | 86.0% | |
| Sim | 192 | 14.0% |
Length
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 4 | 66.7% | |
| Uppercase_Letter | 2 | 33.3% |
| Value | Count | Frequency (%) | |
| Latin | 6 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 5 | 100.0% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| Idade | Local de trabalho | Pontuação teste | Departmento | Distancia casa-trabalho | Educacao | Area | Possui carro | Subordinado | Satisfação com o ambiente no emprego atual | Genero | Horas voluntariado | Envolvimento com trabalho | Posicao | Cargo | Satisfação com emprego | Estado civil | Renda | Bonus de performance | Quantidade de empresas que trabalho | Maior de idade | Necessita de hora extra | Aumento de salario% | Performance na entrevista | Satisfação com a relação | Horas de trabalho padrão | Beneficios | Anos de experiencia | Horas de treinamento ultimo ano | Estilo de vida | Anos na última empresa | Anos na posição atual | Anos desde última promoção | Anos com a mesma gerência | Contratar | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 49 | Cliente | 279 | Engenharia | 8 | Médio completo | Ciências das natureza | 1 | 2 | 3 | M | 61 | 2 | 2 | Engenheiro | 2 | Casado | 5130 | 24907 | 1 | 1 | Não | 23 | 4 | 4 | 80 | 1 | 10 | 3 | 3 | 10 | 7 | 1 | 7 | Não |
| 1 | 33 | Misto | 1392 | Engenharia | 3 | Superior incompleto - cursando | Ciências das natureza | 1 | 5 | 4 | F | 56 | 3 | 1 | Engenheiro | 3 | Casado | 2909 | 23159 | 1 | 1 | Sim | 11 | 3 | 3 | 80 | 0 | 8 | 3 | 3 | 8 | 7 | 3 | 0 | Não |
| 2 | 27 | Cliente | 591 | Engenharia | 2 | Médio completo | Medicina | 1 | 7 | 1 | M | 40 | 3 | 1 | Tecnico | 2 | Casado | 3468 | 16632 | 9 | 1 | Não | 12 | 3 | 4 | 80 | 1 | 6 | 3 | 3 | 2 | 2 | 2 | 2 | Não |
| 3 | 32 | Misto | 1005 | Engenharia | 2 | Superior incompleto | Ciências das natureza | 1 | 8 | 4 | M | 79 | 3 | 1 | Tecnico | 4 | Solteiro | 3068 | 11864 | 0 | 1 | Não | 13 | 3 | 3 | 80 | 0 | 8 | 2 | 2 | 7 | 7 | 3 | 6 | Não |
| 4 | 59 | Misto | 1324 | Engenharia | 3 | Superior completo | Medicina | 1 | 10 | 3 | F | 81 | 4 | 1 | Tecnico | 1 | Casado | 2670 | 9964 | 4 | 1 | Sim | 20 | 4 | 1 | 80 | 3 | 12 | 3 | 2 | 1 | 0 | 0 | 0 | Não |
| 5 | 30 | Cliente | 1358 | Engenharia | 24 | Médio completo | Ciências das natureza | 1 | 11 | 4 | M | 67 | 3 | 1 | Tecnico | 3 | Divorciado | 2693 | 13335 | 1 | 1 | Não | 22 | 4 | 2 | 80 | 1 | 1 | 2 | 3 | 1 | 0 | 0 | 0 | Não |
| 6 | 38 | Misto | 216 | Engenharia | 23 | Superior completo | Ciências das natureza | 1 | 12 | 4 | M | 44 | 2 | 3 | Supervisor | 3 | Solteiro | 9526 | 8787 | 0 | 1 | Não | 21 | 4 | 2 | 80 | 0 | 10 | 2 | 3 | 9 | 7 | 1 | 8 | Não |
| 7 | 36 | Misto | 1299 | Engenharia | 27 | Superior completo | Medicina | 1 | 13 | 3 | M | 94 | 3 | 2 | Analista | 3 | Casado | 5237 | 16577 | 6 | 1 | Não | 13 | 3 | 2 | 80 | 2 | 17 | 3 | 2 | 7 | 7 | 7 | 7 | Não |
| 8 | 35 | Misto | 809 | Engenharia | 16 | Superior completo | Medicina | 1 | 14 | 1 | M | 84 | 4 | 1 | Tecnico | 2 | Casado | 2426 | 16479 | 0 | 1 | Não | 13 | 3 | 3 | 80 | 1 | 6 | 5 | 3 | 5 | 4 | 0 | 3 | Não |
| 9 | 29 | Misto | 153 | Engenharia | 15 | Superior incompleto | Ciências das natureza | 1 | 15 | 4 | F | 49 | 2 | 2 | Tecnico | 3 | Solteiro | 4193 | 12682 | 0 | 1 | Sim | 12 | 3 | 4 | 80 | 0 | 10 | 3 | 3 | 9 | 5 | 0 | 8 | Não |
Last rows
| Idade | Local de trabalho | Pontuação teste | Departmento | Distancia casa-trabalho | Educacao | Area | Possui carro | Subordinado | Satisfação com o ambiente no emprego atual | Genero | Horas voluntariado | Envolvimento com trabalho | Posicao | Cargo | Satisfação com emprego | Estado civil | Renda | Bonus de performance | Quantidade de empresas que trabalho | Maior de idade | Necessita de hora extra | Aumento de salario% | Performance na entrevista | Satisfação com a relação | Horas de trabalho padrão | Beneficios | Anos de experiencia | Horas de treinamento ultimo ano | Estilo de vida | Anos na última empresa | Anos na posição atual | Anos desde última promoção | Anos com a mesma gerência | Contratar | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1360 | 32 | Cliente | 238 | Engenharia | 5 | Superior incompleto | Ciências das natureza | 1 | 1939 | 1 | F | 47 | 4 | 1 | Engenheiro | 3 | Solteiro | 2432 | 15318 | 3 | 1 | Sim | 14 | 3 | 1 | 80 | 0 | 8 | 2 | 3 | 4 | 1 | 0 | 3 | Sim |
| 1361 | 27 | Misto | 1337 | RH | 22 | Superior completo | Ciências humanas | 1 | 1944 | 1 | F | 58 | 2 | 1 | Assistente | 2 | Casado | 2863 | 19555 | 1 | 1 | Não | 12 | 3 | 1 | 80 | 0 | 1 | 2 | 3 | 1 | 0 | 0 | 0 | Sim |
| 1362 | 28 | Cliente | 1404 | Engenharia | 17 | Superior completo | Faculdade Técnica | 1 | 1960 | 3 | M | 32 | 2 | 1 | Tecnico | 4 | Divorciado | 2367 | 18779 | 5 | 1 | Não | 12 | 3 | 1 | 80 | 1 | 6 | 2 | 2 | 4 | 1 | 0 | 3 | Sim |
| 1363 | 31 | Misto | 754 | Vendas | 26 | Superior incompleto - cursando | Marketing | 1 | 1967 | 1 | M | 63 | 3 | 2 | Vendedo senior | 4 | Casado | 5617 | 21075 | 1 | 1 | Sim | 11 | 3 | 3 | 80 | 0 | 10 | 4 | 3 | 10 | 7 | 0 | 8 | Sim |
| 1364 | 53 | Cliente | 1168 | Vendas | 24 | Superior incompleto - cursando | Ciências das natureza | 1 | 1968 | 1 | M | 66 | 3 | 3 | Vendedo senior | 1 | Solteiro | 10448 | 5843 | 6 | 1 | Sim | 13 | 3 | 2 | 80 | 0 | 15 | 2 | 2 | 2 | 2 | 2 | 2 | Sim |
| 1365 | 23 | Misto | 638 | Vendas | 9 | Superior completo | Marketing | 1 | 2023 | 4 | M | 33 | 3 | 1 | Vendedor junior | 1 | Casado | 1790 | 26956 | 1 | 1 | Não | 19 | 3 | 1 | 80 | 1 | 1 | 3 | 2 | 1 | 0 | 1 | 0 | Sim |
| 1366 | 29 | Misto | 1092 | Engenharia | 1 | Superior incompleto - cursando | Medicina | 1 | 2027 | 1 | M | 36 | 3 | 1 | Engenheiro | 4 | Casado | 4787 | 26124 | 9 | 1 | Sim | 14 | 3 | 2 | 80 | 3 | 4 | 3 | 4 | 2 | 2 | 2 | 2 | Sim |
| 1367 | 56 | Cliente | 310 | Engenharia | 7 | Superior incompleto | Faculdade Técnica | 1 | 2032 | 4 | M | 72 | 3 | 1 | Tecnico | 3 | Casado | 2339 | 3666 | 8 | 1 | Não | 11 | 3 | 4 | 80 | 1 | 14 | 4 | 1 | 10 | 9 | 9 | 8 | Sim |
| 1368 | 50 | Misto | 878 | Vendas | 1 | Superior incompleto - cursando | Ciências das natureza | 1 | 2044 | 2 | M | 94 | 3 | 2 | Vendedo senior | 3 | Divorciado | 6728 | 14255 | 7 | 1 | Não | 12 | 3 | 4 | 80 | 2 | 12 | 3 | 3 | 6 | 3 | 0 | 1 | Sim |
| 1369 | 50 | Cliente | 410 | Vendas | 28 | Superior completo | Marketing | 1 | 2055 | 4 | M | 39 | 2 | 3 | Vendedo senior | 1 | Divorciado | 10854 | 16586 | 4 | 1 | Sim | 13 | 3 | 2 | 80 | 1 | 20 | 3 | 3 | 3 | 2 | 2 | 0 | Sim |